Soft Computing Techniques for Employee Evaluation

Modeling performance appraisal using soft computing techniques

Soft Computing provides flexible information processing capability for representation and evaluation of various real life ambiguous and uncertain situations.

Soft Computing Techniques for Employee Evaluation - ResearchGate

Request PDF | Soft Computing Techniques for Employee Evaluation: Designing Framework of Artificial Neural Network for Employee Evaluation | Soft Computing ...

A soft computing method of performance evaluation with MCDM ...

The ranking is obtained through a comparison of interval numbers and comparisons between intervals can be achieved by using this method. These studies, under ...

Performance Evaluation of Soft Computing Approaches for ...

In the present study daily new cases of COVID-19 was predicted using different forecasting techniques; Autoregressive Integrated Moving Average ...

Modeling Performance Appraisal using Soft Computing and ANN

If multiple such timesheet are integrated, then some of the evaluation parameters could be calculated using soft computing techniques and which help in decision ...

Modeling performance appraisal using soft computing techniques

Fuzzy logic handles the vagueness and uncertainty that is observed in evaluation parameters and artificial neural network learns decision making from available.

Fuzzy logic as a tool for evaluation of performance appraisal of ...

Shruti S Jamsandekar, R.R Mudholkar, Performance Evaluation by Fuzzy Inference. Technique, International Journal of Soft Computing and Engineering (IJSCE) ISSN:.

Evaluation of soft computing and regression-based techniques for ...

Performance evaluation of the developed ANN model and the MLR model ... The qualitative and quantitative evaluation of the developed models was ...

Employee Performance Appraisal System Using Fuzzy Logic

Keywords: Employee evaluation, fuzzy logic controller, performance appraisal ... Soft Computing method of performance evaluation with MCDM based on interval-.

Soft Computing Techniques for Evaluation and Control of Human ...

Soft comput- ing uses the human system as a role model and aims at formalizing the neural processes human employ so ef- fectively in the performance of daily ...

A Neural-Fuzzy Network Approach to Employee Performance ...

With the traditional evaluation method, Employee 3, 4 and 5 have acceptable scores. ... appraisal using soft computing techniques: Designing neuro-fuzzy ...

Development of a digital employee rating evaluation system ...

The study was conducted on the basis of machine learning technologies and modern assessment methods that will allow companies to evaluate the ...

Evaluation of Soft Computing Techniques and IEC61850 Protocols ...

In the past, several soft computing techniques have been proposed by the researchers and the application of these techniques may be suitable under different ...

Performance Evaluation – Methods and Techniques Survey - ijcit

Table 1 shows the summary of performance appraisal methods with pros and cons for each method. Page 3. International Journal of Computer and Information ...

Employee performance evaluation: a fuzzy approach - Academia.edu

So Fuzzy Set Theory - an area under the umbrella of Soft Computing, approach is followed in the presented work. This approach of performance evaluation allows ...

Performance Appraisal using Fuzzy Evaluation Methodology

A soft computing method of performance evaluation with MCDM based on interval-valued fuzzy numbers · Computer Science, Mathematics. Appl. Soft Comput. · 2012.

Automated employee evaluation using fuzzy and neural network ...

Existing performance evaluation approaches are based on manual estimations. These are prone to bias and nepotism, and hence, these manual evaluation schemes may ...

Design and Development of Soft Computing Model for Teaching ...

This approach of performance evaluation allows the organization to exercise professional judgment in evaluating employees. In this paper, a soft computing model ...

Mastering Performance Reviews: HR Leader Tips

Performance review software helps simplify the process and enhance effectiveness across the board. It helps leaders have more visibility into ...

Performance Evaluation of Soft Computing for Modeling the Strength ...

It can be deduced that the model took the effect of the inputs and retains a strong relationship as obvious from the slope, i.e., 0.8951, 0.9315, and 0.9014 for ...